Overview
Brought to you by YData
Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 12330 |
| Missing cells | 700 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 59 |
| Duplicate rows (%) | 0.5% |
| Total size in memory | 4.0 MiB |
| Average record size in memory | 342.9 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 3 |
| Boolean | 1 |
| Dataset has 59 (0.5%) duplicate rows | Duplicates |
Administrative is highly overall correlated with Administrative_Duration | High correlation |
Administrative_Duration is highly overall correlated with Administrative | High correlation |
BounceRates is highly overall correlated with ExitRates | High correlation |
ExitRates is highly overall correlated with BounceRates and 1 other fields | High correlation |
Informational is highly overall correlated with Informational_Duration | High correlation |
Informational_Duration is highly overall correlated with Informational | High correlation |
ProductRelated is highly overall correlated with ExitRates and 1 other fields | High correlation |
ProductRelated_Duration is highly overall correlated with ProductRelated | High correlation |
VisitorType is highly imbalanced (59.9%) | Imbalance |
Browser has 184 (1.5%) missing values | Missing |
Region has 246 (2.0%) missing values | Missing |
Revenue has 147 (1.2%) missing values | Missing |
Administrative_Duration is highly skewed (γ1 = 28.62347698) | Skewed |
Administrative has 5704 (46.3%) zeros | Zeros |
Administrative_Duration has 5898 (47.8%) zeros | Zeros |
Informational has 9699 (78.7%) zeros | Zeros |
Informational_Duration has 9925 (80.5%) zeros | Zeros |
ProductRelated_Duration has 755 (6.1%) zeros | Zeros |
BounceRates has 5241 (42.5%) zeros | Zeros |
PageValues has 9600 (77.9%) zeros | Zeros |
SpecialDay has 10971 (89.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-11 09:15:17.526212 |
|---|---|
| Analysis finished | 2025-04-11 09:15:27.516792 |
| Duration | 9.99 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Variables
Administrative
Real number (ℝ)
High correlation  Zeros 
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2381995 |
| Minimum | -10 |
|---|---|
| Maximum | 27 |
| Zeros | 5704 |
| Zeros (%) | 46.3% |
| Negative | 123 |
| Negative (%) | 1.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 37 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.4092693 |
|---|---|
| Coefficient of variation (CV) | 1.5232196 |
| Kurtosis | 4.5240775 |
| Mean | 2.2381995 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6941611 |
| Sum | 27597 |
| Variance | 11.623117 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5704 | |
| 1 | 1341 | 10.9% |
| 2 | 1101 | 8.9% |
| 3 | 909 | 7.4% |
| 4 | 757 | 6.1% |
| 5 | 574 | 4.7% |
| 6 | 428 | 3.5% |
| 7 | 334 | 2.7% |
| 8 | 285 | 2.3% |
| 9 | 223 | 1.8% |
| Other values (27) | 674 | 5.5% |
| Value | Count | Frequency (%) |
| -10 | 6 | < 0.1% |
| -9 | 15 | |
| -8 | 17 | |
| -7 | 14 | |
| -6 | 16 | |
| -5 | 16 | |
| -4 | 6 | < 0.1% |
| -3 | 13 | |
| -2 | 6 | < 0.1% |
| -1 | 14 |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 4 | < 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 6 | < 0.1% |
| 18 | 11 | |
| 17 | 16 |
Administrative_Duration
Real number (ℝ)
High correlation  Skewed  Zeros 
| Distinct | 3345 |
|---|---|
| Distinct (%) | 27.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1269.776 |
| Minimum | 0 |
|---|---|
| Maximum | 989493 |
| Zeros | 5898 |
| Zeros (%) | 47.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 93.7875 |
| 95-th percentile | 353.27625 |
| Maximum | 989493 |
| Range | 989493 |
| Interquartile range (IQR) | 93.7875 |
Descriptive statistics
| Standard deviation | 34071.467 |
|---|---|
| Coefficient of variation (CV) | 26.832659 |
| Kurtosis | 817.5146 |
| Mean | 1269.776 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 28.623477 |
| Sum | 15656338 |
| Variance | 1.1608649 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5898 | |
| 4 | 56 | 0.5% |
| 5 | 53 | 0.4% |
| 7 | 45 | 0.4% |
| 11 | 42 | 0.3% |
| 6 | 41 | 0.3% |
| 14 | 36 | 0.3% |
| 9 | 35 | 0.3% |
| 15 | 33 | 0.3% |
| 10 | 32 | 0.3% |
| Other values (3335) | 6059 |
| Value | Count | Frequency (%) |
| 0 | 5898 | |
| 1.333333333 | 1 | < 0.1% |
| 2 | 15 | 0.1% |
| 3 | 26 | 0.2% |
| 3.5 | 4 | < 0.1% |
| 4 | 56 | 0.5% |
| 4.333333333 | 1 | < 0.1% |
| 4.5 | 2 | < 0.1% |
| 4.75 | 1 | < 0.1% |
| 5 | 53 | 0.4% |
| Value | Count | Frequency (%) |
| 989493 | 1 | |
| 987522 | 1 | |
| 985308 | 1 | |
| 985147 | 1 | |
| 984643 | 1 | |
| 984508 | 1 | |
| 980612 | 1 | |
| 977747 | 1 | |
| 973917 | 1 | |
| 971707 | 1 |
Informational
Real number (ℝ)
High correlation  Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50356853 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 9699 |
| Zeros (%) | 78.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.2701564 |
|---|---|
| Coefficient of variation (CV) | 2.522311 |
| Kurtosis | 26.932266 |
| Mean | 0.50356853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0364638 |
| Sum | 6209 |
| Variance | 1.6132973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9699 | |
| 1 | 1041 | 8.4% |
| 2 | 728 | 5.9% |
| 3 | 380 | 3.1% |
| 4 | 222 | 1.8% |
| 5 | 99 | 0.8% |
| 6 | 78 | 0.6% |
| 7 | 36 | 0.3% |
| 9 | 15 | 0.1% |
| 8 | 14 | 0.1% |
| Other values (7) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9699 | |
| 1 | 1041 | 8.4% |
| 2 | 728 | 5.9% |
| 3 | 380 | 3.1% |
| 4 | 222 | 1.8% |
| 5 | 99 | 0.8% |
| 6 | 78 | 0.6% |
| 7 | 36 | 0.3% |
| 8 | 14 | 0.1% |
| 9 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 7 | 0.1% |
| 9 | 15 | |
| 8 | 14 | 0.1% |
| 7 | 36 |
Informational_Duration
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1258 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.472398 |
| Minimum | 0 |
|---|---|
| Maximum | 2549.375 |
| Zeros | 9925 |
| Zeros (%) | 80.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 195 |
| Maximum | 2549.375 |
| Range | 2549.375 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 140.74929 |
|---|---|
| Coefficient of variation (CV) | 4.0829563 |
| Kurtosis | 76.316853 |
| Mean | 34.472398 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5791847 |
| Sum | 425044.67 |
| Variance | 19810.364 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9925 | |
| 9 | 33 | 0.3% |
| 7 | 26 | 0.2% |
| 10 | 26 | 0.2% |
| 6 | 26 | 0.2% |
| 12 | 23 | 0.2% |
| 13 | 23 | 0.2% |
| 16 | 22 | 0.2% |
| 8 | 22 | 0.2% |
| 11 | 21 | 0.2% |
| Other values (1248) | 2183 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 9925 | |
| 1 | 3 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 11 | 0.1% |
| 2.5 | 1 | < 0.1% |
| 3 | 16 | 0.1% |
| 3.5 | 1 | < 0.1% |
| 4 | 17 | 0.1% |
| 5 | 18 | 0.1% |
| 5.5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2549.375 | 1 | |
| 2256.916667 | 1 | |
| 2252.033333 | 1 | |
| 2195.3 | 1 | |
| 2166.5 | 1 | |
| 2050.433333 | 1 | |
| 1949.166667 | 1 | |
| 1830.5 | 1 | |
| 1779.166667 | 1 | |
| 1778 | 1 |
ProductRelated
Real number (ℝ)
High correlation 
| Distinct | 311 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.731468 |
| Minimum | 0 |
|---|---|
| Maximum | 705 |
| Zeros | 38 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| median | 18 |
| Q3 | 38 |
| 95-th percentile | 109 |
| Maximum | 705 |
| Range | 705 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 44.475503 |
|---|---|
| Coefficient of variation (CV) | 1.4016214 |
| Kurtosis | 31.211707 |
| Mean | 31.731468 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 4.3415164 |
| Sum | 391249 |
| Variance | 1978.0704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 622 | 5.0% |
| 2 | 465 | 3.8% |
| 3 | 458 | 3.7% |
| 4 | 404 | 3.3% |
| 6 | 396 | 3.2% |
| 7 | 391 | 3.2% |
| 5 | 382 | 3.1% |
| 8 | 370 | 3.0% |
| 10 | 330 | 2.7% |
| 9 | 317 | 2.6% |
| Other values (301) | 8195 |
| Value | Count | Frequency (%) |
| 0 | 38 | 0.3% |
| 1 | 622 | |
| 2 | 465 | |
| 3 | 458 | |
| 4 | 404 | |
| 5 | 382 | |
| 6 | 396 | |
| 7 | 391 | |
| 8 | 370 | |
| 9 | 317 |
| Value | Count | Frequency (%) |
| 705 | 1 | |
| 686 | 1 | |
| 584 | 1 | |
| 534 | 1 | |
| 518 | 1 | |
| 517 | 1 | |
| 501 | 1 | |
| 486 | 1 | |
| 470 | 1 | |
| 449 | 1 |
ProductRelated_Duration
Real number (ℝ)
High correlation  Zeros 
| Distinct | 9551 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1194.7462 |
| Minimum | 0 |
|---|---|
| Maximum | 63973.522 |
| Zeros | 755 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 184.1375 |
| median | 598.9369 |
| Q3 | 1464.1572 |
| 95-th percentile | 4300.2891 |
| Maximum | 63973.522 |
| Range | 63973.522 |
| Interquartile range (IQR) | 1280.0197 |
Descriptive statistics
| Standard deviation | 1913.6693 |
|---|---|
| Coefficient of variation (CV) | 1.6017371 |
| Kurtosis | 137.17416 |
| Mean | 1194.7462 |
| Median Absolute Deviation (MAD) | 500.9369 |
| Skewness | 7.2632277 |
| Sum | 14731221 |
| Variance | 3662130.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 755 | 6.1% |
| 17 | 21 | 0.2% |
| 11 | 17 | 0.1% |
| 8 | 17 | 0.1% |
| 15 | 16 | 0.1% |
| 12 | 15 | 0.1% |
| 19 | 15 | 0.1% |
| 22 | 15 | 0.1% |
| 13 | 14 | 0.1% |
| 7 | 14 | 0.1% |
| Other values (9541) | 11431 |
| Value | Count | Frequency (%) |
| 0 | 755 | |
| 0.5 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2.333333333 | 1 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 10 | 0.1% |
| 5 | 13 | 0.1% |
| 5.333333333 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 63973.52223 | 1 | |
| 43171.23338 | 1 | |
| 29970.46597 | 1 | |
| 27009.85943 | 1 | |
| 24844.1562 | 1 | |
| 23888.81 | 1 | |
| 23342.08205 | 1 | |
| 23050.10414 | 1 | |
| 21857.04648 | 1 | |
| 21672.24425 | 1 |
BounceRates
Real number (ℝ)
High correlation  Zeros 
| Distinct | 2408 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044239196 |
| Minimum | -0.49867988 |
|---|---|
| Maximum | 2.0989518 |
| Zeros | 5241 |
| Zeros (%) | 42.5% |
| Negative | 363 |
| Negative (%) | 2.9% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | -0.49867988 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0028955565 |
| Q3 | 0.018029095 |
| 95-th percentile | 0.2 |
| Maximum | 2.0989518 |
| Range | 2.5976317 |
| Interquartile range (IQR) | 0.018029095 |
Descriptive statistics
| Standard deviation | 0.23973485 |
|---|---|
| Coefficient of variation (CV) | 5.4190599 |
| Kurtosis | 40.773001 |
| Mean | 0.044239196 |
| Median Absolute Deviation (MAD) | 0.0028955565 |
| Skewness | 6.0191017 |
| Sum | 545.46929 |
| Variance | 0.0574728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5241 | |
| 0.2 | 653 | 5.3% |
| 0.066666667 | 126 | 1.0% |
| 0.028571429 | 113 | 0.9% |
| 0.05 | 109 | 0.9% |
| 0.033333333 | 99 | 0.8% |
| 0.025 | 98 | 0.8% |
| 0.016666667 | 95 | 0.8% |
| 0.04 | 94 | 0.8% |
| 0.1 | 92 | 0.7% |
| Other values (2398) | 5610 |
| Value | Count | Frequency (%) |
| -0.4986798793 | 1 | |
| -0.4983312412 | 1 | |
| -0.4978888815 | 1 | |
| -0.4970673082 | 1 | |
| -0.4952831691 | 1 | |
| -0.4943992066 | 1 | |
| -0.4941998756 | 1 | |
| -0.4929793163 | 1 | |
| -0.4927393889 | 1 | |
| -0.4920970926 | 1 |
| Value | Count | Frequency (%) |
| 2.098951828 | 1 | |
| 2.088658098 | 1 | |
| 2.086473382 | 1 | |
| 2.083101267 | 1 | |
| 2.075386901 | 1 | |
| 2.07369663 | 1 | |
| 2.071993849 | 1 | |
| 2.068164836 | 1 | |
| 2.067674648 | 1 | |
| 2.066496026 | 1 |
ExitRates
Real number (ℝ)
High correlation 
| Distinct | 4777 |
|---|---|
| Distinct (%) | 38.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043072798 |
| Minimum | 0 |
|---|---|
| Maximum | 0.2 |
| Zeros | 76 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.004567568 |
| Q1 | 0.014285714 |
| median | 0.025156403 |
| Q3 | 0.05 |
| 95-th percentile | 0.2 |
| Maximum | 0.2 |
| Range | 0.2 |
| Interquartile range (IQR) | 0.035714286 |
Descriptive statistics
| Standard deviation | 0.048596541 |
|---|---|
| Coefficient of variation (CV) | 1.128242 |
| Kurtosis | 4.0170346 |
| Mean | 0.043072798 |
| Median Absolute Deviation (MAD) | 0.01417258 |
| Skewness | 2.148789 |
| Sum | 531.0876 |
| Variance | 0.0023616238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 710 | 5.8% |
| 0.1 | 338 | 2.7% |
| 0.05 | 329 | 2.7% |
| 0.033333333 | 291 | 2.4% |
| 0.066666667 | 267 | 2.2% |
| 0.025 | 224 | 1.8% |
| 0.04 | 214 | 1.7% |
| 0.016666667 | 181 | 1.5% |
| 0.02 | 167 | 1.4% |
| 0.022222222 | 152 | 1.2% |
| Other values (4767) | 9457 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 0.000175593 | 1 | < 0.1% |
| 0.000250438 | 1 | < 0.1% |
| 0.000262123 | 1 | < 0.1% |
| 0.000263158 | 1 | < 0.1% |
| 0.000292398 | 1 | < 0.1% |
| 0.000409836 | 1 | < 0.1% |
| 0.000446429 | 1 | < 0.1% |
| 0.000468384 | 1 | < 0.1% |
| 0.000480769 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.2 | 710 | |
| 0.192307692 | 1 | < 0.1% |
| 0.188888889 | 2 | < 0.1% |
| 0.186666667 | 4 | < 0.1% |
| 0.183333333 | 2 | < 0.1% |
| 0.181818182 | 1 | < 0.1% |
| 0.18034188 | 1 | < 0.1% |
| 0.18 | 3 | < 0.1% |
| 0.177777778 | 5 | < 0.1% |
| 0.175 | 6 | < 0.1% |
PageValues
Real number (ℝ)
Zeros 
| Distinct | 2704 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8892579 |
| Minimum | 0 |
|---|---|
| Maximum | 361.76374 |
| Zeros | 9600 |
| Zeros (%) | 77.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 38.160528 |
| Maximum | 361.76374 |
| Range | 361.76374 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 18.568437 |
|---|---|
| Coefficient of variation (CV) | 3.1529332 |
| Kurtosis | 65.635694 |
| Mean | 5.8892579 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3829642 |
| Sum | 72614.549 |
| Variance | 344.78684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9600 | |
| 53.988 | 6 | < 0.1% |
| 42.29306752 | 3 | < 0.1% |
| 59.988 | 2 | < 0.1% |
| 16.1585582 | 2 | < 0.1% |
| 44.89345937 | 2 | < 0.1% |
| 14.1273698 | 2 | < 0.1% |
| 34.03997536 | 2 | < 0.1% |
| 10.99901844 | 2 | < 0.1% |
| 58.9241766 | 2 | < 0.1% |
| Other values (2694) | 2707 | 22.0% |
| Value | Count | Frequency (%) |
| 0 | 9600 | |
| 0.038034542 | 1 | < 0.1% |
| 0.067049546 | 1 | < 0.1% |
| 0.093546949 | 1 | < 0.1% |
| 0.098621403 | 1 | < 0.1% |
| 0.120699914 | 1 | < 0.1% |
| 0.129676893 | 1 | < 0.1% |
| 0.131837013 | 1 | < 0.1% |
| 0.139200623 | 1 | < 0.1% |
| 0.150650498 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 361.7637419 | 1 | |
| 360.9533839 | 1 | |
| 287.9537928 | 1 | |
| 270.7846931 | 1 | |
| 261.4912857 | 1 | |
| 258.5498732 | 1 | |
| 255.5691579 | 1 | |
| 254.6071579 | 1 | |
| 246.7585902 | 1 | |
| 239.98 | 1 |
SpecialDay
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 123 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061259933 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 10971 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.19864976 |
|---|---|
| Coefficient of variation (CV) | 3.2427355 |
| Kurtosis | 9.9567589 |
| Mean | 0.061259933 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.3087006 |
| Sum | 747.8 |
| Variance | 0.039461726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10971 | |
| 0.6 | 346 | 2.8% |
| 0.8 | 321 | 2.6% |
| 0.4 | 240 | 1.9% |
| 0.2 | 177 | 1.4% |
| 1 | 152 | 1.2% |
| (Missing) | 123 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 10971 | |
| 0.2 | 177 | 1.4% |
| 0.4 | 240 | 1.9% |
| 0.6 | 346 | 2.8% |
| 0.8 | 321 | 2.6% |
| 1 | 152 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 152 | 1.2% |
| 0.8 | 321 | 2.6% |
| 0.6 | 346 | 2.8% |
| 0.4 | 240 | 1.9% |
| 0.2 | 177 | 1.4% |
| 0 | 10971 |
Month
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 723.1 KiB |
| May | |
|---|---|
| Nov | |
| Mar | |
| Dec | |
| Oct | |
| Other values (7) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0442011 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Feb |
|---|---|
| 2nd row | Feb |
| 3rd row | Feb |
| 4th row | Feb |
| 5th row | Feb |
Common Values
| Value | Count | Frequency (%) |
| May | 3196 | |
| Nov | 2998 | |
| Mar | 1907 | |
| Dec | 1727 | |
| Oct | 549 | 4.5% |
| Aug | 433 | 3.5% |
| Jul | 432 | 3.5% |
| Sep | 359 | 2.9% |
| June | 288 | 2.3% |
| Feb | 184 | 1.5% |
| Other values (2) | 257 | 2.1% |
Length
| Value | Count | Frequency (%) |
| may | 3196 | |
| nov | 2998 | |
| mar | 1907 | |
| dec | 1727 | |
| oct | 549 | 4.5% |
| aug | 433 | 3.5% |
| jul | 432 | 3.5% |
| sep | 359 | 2.9% |
| june | 288 | 2.3% |
| feb | 184 | 1.5% |
| Other values (2) | 257 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 5103 | |
| a | 5103 | |
| y | 3196 | |
| N | 2998 | |
| o | 2998 | |
| v | 2998 | |
| e | 2647 | |
| c | 2444 | 6.5% |
| r | 2075 | 5.5% |
| D | 1727 | 4.6% |
| Other values (13) | 6246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 25205 | |
| Uppercase Letter | 12330 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5103 | |
| y | 3196 | |
| o | 2998 | |
| v | 2998 | |
| e | 2647 | |
| c | 2444 | |
| r | 2075 | |
| u | 1321 | 5.2% |
| t | 638 | 2.5% |
| p | 448 | 1.8% |
| Other values (4) | 1337 | 5.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5103 | |
| N | 2998 | |
| D | 1727 | 14.0% |
| J | 720 | 5.8% |
| O | 549 | 4.5% |
| S | 448 | 3.6% |
| A | 433 | 3.5% |
| F | 184 | 1.5% |
| T | 168 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 37535 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 5103 | |
| a | 5103 | |
| y | 3196 | |
| N | 2998 | |
| o | 2998 | |
| v | 2998 | |
| e | 2647 | |
| c | 2444 | 6.5% |
| r | 2075 | 5.5% |
| D | 1727 | 4.6% |
| Other values (13) | 6246 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37535 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 5103 | |
| a | 5103 | |
| y | 3196 | |
| N | 2998 | |
| o | 2998 | |
| v | 2998 | |
| e | 2647 | |
| c | 2444 | 6.5% |
| r | 2075 | 5.5% |
| D | 1727 | 4.6% |
| Other values (13) | 6246 |
OperatingSystems
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1240065 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.91132483 |
|---|---|
| Coefficient of variation (CV) | 0.42905934 |
| Kurtosis | 10.456843 |
| Mean | 2.1240065 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.066285 |
| Sum | 26189 |
| Variance | 0.83051294 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 6601 | |
| 1 | 2585 | 21.0% |
| 3 | 2555 | 20.7% |
| 4 | 478 | 3.9% |
| 8 | 79 | 0.6% |
| 6 | 19 | 0.2% |
| 7 | 7 | 0.1% |
| 5 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2585 | 21.0% |
| 2 | 6601 | |
| 3 | 2555 | 20.7% |
| 4 | 478 | 3.9% |
| 5 | 6 | < 0.1% |
| 6 | 19 | 0.2% |
| 7 | 7 | 0.1% |
| 8 | 79 | 0.6% |
| Value | Count | Frequency (%) |
| 8 | 79 | 0.6% |
| 7 | 7 | 0.1% |
| 6 | 19 | 0.2% |
| 5 | 6 | < 0.1% |
| 4 | 478 | 3.9% |
| 3 | 2555 | 20.7% |
| 2 | 6601 | |
| 1 | 2585 | 21.0% |
Browser
Real number (ℝ)
Missing 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 184 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3602832 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.7220006 |
|---|---|
| Coefficient of variation (CV) | 0.72957373 |
| Kurtosis | 12.682995 |
| Mean | 2.3602832 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2352112 |
| Sum | 28668 |
| Variance | 2.9652862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 7835 | |
| 1 | 2424 | 19.7% |
| 4 | 725 | 5.9% |
| 5 | 465 | 3.8% |
| 6 | 171 | 1.4% |
| 10 | 160 | 1.3% |
| 8 | 135 | 1.1% |
| 3 | 104 | 0.8% |
| 13 | 61 | 0.5% |
| 7 | 49 | 0.4% |
| Other values (3) | 17 | 0.1% |
| (Missing) | 184 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 2424 | 19.7% |
| 2 | 7835 | |
| 3 | 104 | 0.8% |
| 4 | 725 | 5.9% |
| 5 | 465 | 3.8% |
| 6 | 171 | 1.4% |
| 7 | 49 | 0.4% |
| 8 | 135 | 1.1% |
| 9 | 1 | < 0.1% |
| 10 | 160 | 1.3% |
| Value | Count | Frequency (%) |
| 13 | 61 | 0.5% |
| 12 | 10 | 0.1% |
| 11 | 6 | < 0.1% |
| 10 | 160 | 1.3% |
| 9 | 1 | < 0.1% |
| 8 | 135 | 1.1% |
| 7 | 49 | 0.4% |
| 6 | 171 | 1.4% |
| 5 | 465 | |
| 4 | 725 |
Region
Real number (ℝ)
Missing 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 246 |
| Missing (%) | 2.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1456471 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4024399 |
|---|---|
| Coefficient of variation (CV) | 0.7637347 |
| Kurtosis | -0.14821254 |
| Mean | 3.1456471 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.98434139 |
| Sum | 38012 |
| Variance | 5.7717174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4695 | |
| 3 | 2345 | |
| 4 | 1157 | 9.4% |
| 2 | 1113 | 9.0% |
| 6 | 787 | 6.4% |
| 7 | 743 | 6.0% |
| 9 | 501 | 4.1% |
| 8 | 427 | 3.5% |
| 5 | 316 | 2.6% |
| (Missing) | 246 | 2.0% |
| Value | Count | Frequency (%) |
| 1 | 4695 | |
| 2 | 1113 | 9.0% |
| 3 | 2345 | |
| 4 | 1157 | 9.4% |
| 5 | 316 | 2.6% |
| 6 | 787 | 6.4% |
| 7 | 743 | 6.0% |
| 8 | 427 | 3.5% |
| 9 | 501 | 4.1% |
| Value | Count | Frequency (%) |
| 9 | 501 | 4.1% |
| 8 | 427 | 3.5% |
| 7 | 743 | 6.0% |
| 6 | 787 | 6.4% |
| 5 | 316 | 2.6% |
| 4 | 1157 | 9.4% |
| 3 | 2345 | |
| 2 | 1113 | 9.0% |
| 1 | 4695 |
TrafficType
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0695864 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 96.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 13 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 4.0251692 |
|---|---|
| Coefficient of variation (CV) | 0.98908557 |
| Kurtosis | 3.4797106 |
| Mean | 4.0695864 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9629867 |
| Sum | 50178 |
| Variance | 16.201987 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3913 | |
| 1 | 2451 | |
| 3 | 2052 | |
| 4 | 1069 | 8.7% |
| 13 | 738 | 6.0% |
| 10 | 450 | 3.6% |
| 6 | 444 | 3.6% |
| 8 | 343 | 2.8% |
| 5 | 260 | 2.1% |
| 11 | 247 | 2.0% |
| Other values (10) | 363 | 2.9% |
| Value | Count | Frequency (%) |
| 1 | 2451 | |
| 2 | 3913 | |
| 3 | 2052 | |
| 4 | 1069 | 8.7% |
| 5 | 260 | 2.1% |
| 6 | 444 | 3.6% |
| 7 | 40 | 0.3% |
| 8 | 343 | 2.8% |
| 9 | 42 | 0.3% |
| 10 | 450 | 3.6% |
| Value | Count | Frequency (%) |
| 20 | 198 | 1.6% |
| 19 | 17 | 0.1% |
| 18 | 10 | 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 38 | 0.3% |
| 14 | 13 | 0.1% |
| 13 | 738 | |
| 12 | 1 | < 0.1% |
| 11 | 247 | 2.0% |
VisitorType
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 880.2 KiB |
| Returning_Visitor | |
|---|---|
| New_Visitor | |
| Other | 85 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.092944 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Returning_Visitor |
|---|---|
| 2nd row | Returning_Visitor |
| 3rd row | Returning_Visitor |
| 4th row | Returning_Visitor |
| 5th row | Returning_Visitor |
Common Values
| Value | Count | Frequency (%) |
| Returning_Visitor | 10551 | |
| New_Visitor | 1694 | 13.7% |
| Other | 85 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| returning_visitor | 10551 | |
| new_visitor | 1694 | 13.7% |
| other | 85 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 35041 | |
| t | 22881 | |
| r | 22881 | |
| n | 21102 | |
| e | 12330 | 6.2% |
| _ | 12245 | 6.2% |
| V | 12245 | 6.2% |
| s | 12245 | 6.2% |
| o | 12245 | 6.2% |
| R | 10551 | 5.3% |
| Other values (6) | 24660 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 161606 | |
| Uppercase Letter | 24575 | 12.4% |
| Connector Punctuation | 12245 | 6.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 35041 | |
| t | 22881 | |
| r | 22881 | |
| n | 21102 | |
| e | 12330 | 7.6% |
| s | 12245 | 7.6% |
| o | 12245 | 7.6% |
| u | 10551 | 6.5% |
| g | 10551 | 6.5% |
| w | 1694 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 12245 | |
| R | 10551 | |
| N | 1694 | 6.9% |
| O | 85 | 0.3% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 12245 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 186181 | |
| Common | 12245 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 35041 | |
| t | 22881 | |
| r | 22881 | |
| n | 21102 | |
| e | 12330 | 6.6% |
| V | 12245 | 6.6% |
| s | 12245 | 6.6% |
| o | 12245 | 6.6% |
| R | 10551 | 5.7% |
| u | 10551 | 5.7% |
| Other values (5) | 14109 |
Common
| Value | Count | Frequency (%) |
| _ | 12245 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 198426 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 35041 | |
| t | 22881 | |
| r | 22881 | |
| n | 21102 | |
| e | 12330 | 6.2% |
| _ | 12245 | 6.2% |
| V | 12245 | 6.2% |
| s | 12245 | 6.2% |
| o | 12245 | 6.2% |
| R | 10551 | 5.3% |
| Other values (6) | 24660 |
Weekend
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 744.6 KiB |
| False | |
|---|---|
| True | |
| Name:Zara | 189 |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.8287105 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | False |
|---|---|
| 2nd row | False |
| 3rd row | False |
| 4th row | False |
| 5th row | True |
Common Values
| Value | Count | Frequency (%) |
| False | 9273 | |
| True | 2868 | 23.3% |
| Name:Zara | 189 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| false | 9273 | |
| true | 2868 | 23.3% |
| name:zara | 189 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12330 | |
| a | 9840 | |
| F | 9273 | |
| l | 9273 | |
| s | 9273 | |
| r | 3057 | 5.1% |
| T | 2868 | 4.8% |
| u | 2868 | 4.8% |
| N | 189 | 0.3% |
| m | 189 | 0.3% |
| Other values (2) | 378 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 46830 | |
| Uppercase Letter | 12519 | 21.0% |
| Other Punctuation | 189 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12330 | |
| a | 9840 | |
| l | 9273 | |
| s | 9273 | |
| r | 3057 | 6.5% |
| u | 2868 | 6.1% |
| m | 189 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 9273 | |
| T | 2868 | 22.9% |
| N | 189 | 1.5% |
| Z | 189 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 189 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 59349 | |
| Common | 189 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 12330 | |
| a | 9840 | |
| F | 9273 | |
| l | 9273 | |
| s | 9273 | |
| r | 3057 | 5.2% |
| T | 2868 | 4.8% |
| u | 2868 | 4.8% |
| N | 189 | 0.3% |
| m | 189 | 0.3% |
Common
| Value | Count | Frequency (%) |
| : | 189 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 59538 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12330 | |
| a | 9840 | |
| F | 9273 | |
| l | 9273 | |
| s | 9273 | |
| r | 3057 | 5.1% |
| T | 2868 | 4.8% |
| u | 2868 | 4.8% |
| N | 189 | 0.3% |
| m | 189 | 0.3% |
| Other values (2) | 378 | 0.6% |
Revenue
Boolean
Missing 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 147 |
| Missing (%) | 1.2% |
| Memory size | 433.0 KiB |
| False | |
|---|---|
| True | |
| (Missing) | 147 |
| Value | Count | Frequency (%) |
| False | 10303 | |
| True | 1880 | 15.2% |
| (Missing) | 147 | 1.2% |
Interactions
Correlations
| Administrative | Administrative_Duration | BounceRates | Browser | ExitRates | Informational | Informational_Duration | Month | OperatingSystems | PageValues | ProductRelated | ProductRelated_Duration | Region | Revenue | SpecialDay | TrafficType | VisitorType | Weekend | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Administrative | 1.000 | 0.920 | -0.126 | -0.009 | -0.425 | 0.361 | 0.354 | 0.059 | -0.001 | 0.324 | 0.452 | 0.415 | 0.011 | 0.138 | -0.125 | -0.013 | 0.102 | 0.037 |
| Administrative_Duration | 0.920 | 1.000 | -0.133 | -0.022 | -0.437 | 0.356 | 0.351 | 0.021 | -0.008 | 0.316 | 0.429 | 0.412 | 0.018 | 0.007 | -0.131 | -0.016 | 0.035 | 0.000 |
| BounceRates | -0.126 | -0.133 | 1.000 | -0.046 | 0.533 | 0.009 | 0.002 | 0.050 | 0.051 | -0.104 | -0.037 | -0.067 | -0.011 | 0.162 | 0.127 | 0.019 | 0.114 | 0.027 |
| Browser | -0.009 | -0.022 | -0.046 | 1.000 | -0.017 | -0.020 | -0.013 | 0.060 | 0.375 | 0.025 | 0.044 | 0.045 | 0.057 | 0.037 | 0.018 | 0.000 | 0.475 | 0.039 |
| ExitRates | -0.425 | -0.437 | 0.533 | -0.017 | 1.000 | -0.186 | -0.200 | 0.058 | 0.022 | -0.308 | -0.519 | -0.477 | -0.003 | 0.245 | 0.152 | 0.022 | 0.184 | 0.044 |
| Informational | 0.361 | 0.356 | 0.009 | -0.020 | -0.186 | 1.000 | 0.951 | 0.016 | 0.000 | 0.219 | 0.369 | 0.368 | -0.023 | 0.078 | -0.054 | -0.029 | 0.028 | 0.014 |
| Informational_Duration | 0.354 | 0.351 | 0.002 | -0.013 | -0.200 | 0.951 | 1.000 | 0.000 | 0.003 | 0.224 | 0.361 | 0.363 | -0.015 | 0.067 | -0.054 | -0.026 | 0.008 | 0.000 |
| Month | 0.059 | 0.021 | 0.050 | 0.060 | 0.058 | 0.016 | 0.000 | 1.000 | 0.058 | 0.018 | 0.068 | 0.046 | 0.037 | 0.175 | 0.236 | 0.160 | 0.137 | 0.041 |
| OperatingSystems | -0.001 | -0.008 | 0.051 | 0.375 | 0.022 | 0.000 | 0.003 | 0.058 | 1.000 | -0.012 | 0.021 | 0.023 | 0.027 | 0.074 | 0.022 | 0.080 | 0.465 | 0.086 |
| PageValues | 0.324 | 0.316 | -0.104 | 0.025 | -0.308 | 0.219 | 0.224 | 0.018 | -0.012 | 1.000 | 0.342 | 0.360 | 0.002 | 0.413 | -0.070 | -0.018 | 0.110 | 0.048 |
| ProductRelated | 0.452 | 0.429 | -0.037 | 0.044 | -0.519 | 0.369 | 0.361 | 0.068 | 0.021 | 0.342 | 1.000 | 0.883 | -0.020 | 0.127 | -0.022 | -0.070 | 0.079 | 0.000 |
| ProductRelated_Duration | 0.415 | 0.412 | -0.067 | 0.045 | -0.477 | 0.368 | 0.363 | 0.046 | 0.023 | 0.360 | 0.883 | 1.000 | -0.008 | 0.069 | -0.049 | -0.073 | 0.035 | 0.000 |
| Region | 0.011 | 0.018 | -0.011 | 0.057 | -0.003 | -0.023 | -0.015 | 0.037 | 0.027 | 0.002 | -0.020 | -0.008 | 1.000 | 0.007 | -0.016 | -0.005 | 0.186 | 0.016 |
| Revenue | 0.138 | 0.007 | 0.162 | 0.037 | 0.245 | 0.078 | 0.067 | 0.175 | 0.074 | 0.413 | 0.127 | 0.069 | 0.007 | 1.000 | 0.086 | 0.121 | 0.105 | 0.031 |
| SpecialDay | -0.125 | -0.131 | 0.127 | 0.018 | 0.152 | -0.054 | -0.054 | 0.236 | 0.022 | -0.070 | -0.022 | -0.049 | -0.016 | 0.086 | 1.000 | 0.110 | 0.065 | 0.183 |
| TrafficType | -0.013 | -0.016 | 0.019 | 0.000 | 0.022 | -0.029 | -0.026 | 0.160 | 0.080 | -0.018 | -0.070 | -0.073 | -0.005 | 0.121 | 0.110 | 1.000 | 0.316 | 0.064 |
| VisitorType | 0.102 | 0.035 | 0.114 | 0.475 | 0.184 | 0.028 | 0.008 | 0.137 | 0.465 | 0.110 | 0.079 | 0.035 | 0.186 | 0.105 | 0.065 | 0.316 | 1.000 | 0.038 |
| Weekend | 0.037 | 0.000 | 0.027 | 0.039 | 0.044 | 0.014 | 0.000 | 0.041 | 0.086 | 0.048 | 0.000 | 0.000 | 0.016 | 0.031 | 0.183 | 0.064 | 0.038 | 1.000 |
Missing values
Sample
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 1 | NaN | 1.0 | 1 | Returning_Visitor | False | False |
| 1 | 0 | 0.0 | 0 | 0.0 | 2 | 64.000000 | 0.000000 | 0.100000 | 0.0 | 0.0 | Feb | 2 | 2.0 | NaN | 2 | Returning_Visitor | False | False |
| 2 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 4 | 1.0 | NaN | 3 | Returning_Visitor | False | False |
| 3 | 0 | 0.0 | 0 | 0.0 | 2 | 2.666667 | 0.050000 | 0.140000 | 0.0 | 0.0 | Feb | 3 | 2.0 | 2.0 | 4 | Returning_Visitor | False | False |
| 4 | 0 | 0.0 | 0 | 0.0 | 10 | 627.500000 | 0.020000 | 0.050000 | 0.0 | 0.0 | Feb | 3 | 3.0 | 1.0 | 4 | Returning_Visitor | True | False |
| 5 | 0 | 0.0 | 0 | 0.0 | 19 | 154.216667 | 0.015789 | 0.024561 | 0.0 | 0.0 | Feb | 2 | 2.0 | 1.0 | 3 | Returning_Visitor | False | False |
| 6 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.4 | Feb | 2 | 4.0 | 3.0 | 3 | Returning_Visitor | False | False |
| 7 | 1 | 0.0 | 0 | 0.0 | 0 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 1 | 2.0 | 1.0 | 5 | Returning_Visitor | True | False |
| 8 | 0 | 0.0 | 0 | 0.0 | 2 | 37.000000 | 0.000000 | 0.100000 | 0.0 | 0.8 | Feb | 2 | 2.0 | 2.0 | 3 | Returning_Visitor | False | False |
| 9 | 0 | 0.0 | 0 | 0.0 | 3 | 738.000000 | 0.000000 | 0.022222 | 0.0 | 0.4 | Feb | 2 | 4.0 | 1.0 | 2 | Returning_Visitor | False | False |
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12320 | 0 | 0.00 | 0 | 0.0 | 8 | 143.583333 | 0.014286 | 0.050000 | 0.000000 | 0.0 | Nov | 2 | 2.0 | 3.0 | 1 | Returning_Visitor | False | False |
| 12321 | 0 | 0.00 | 0 | 0.0 | 6 | 0.000000 | 0.200000 | 0.200000 | 0.000000 | 0.0 | Nov | 1 | 8.0 | 4.0 | 1 | Returning_Visitor | False | False |
| 12322 | 6 | 76.25 | 0 | 0.0 | 22 | 1075.250000 | 0.000000 | 0.004167 | 0.000000 | 0.0 | Dec | 2 | 2.0 | 4.0 | 2 | Returning_Visitor | False | False |
| 12323 | 2 | 64.75 | 0 | 0.0 | 44 | 1157.976190 | 0.000000 | 0.013953 | 0.000000 | 0.0 | Nov | 2 | 2.0 | 1.0 | 10 | Returning_Visitor | False | False |
| 12324 | 0 | 0.00 | 1 | 0.0 | 16 | 503.000000 | 0.000000 | 0.037647 | 0.000000 | 0.0 | Nov | 2 | 2.0 | 1.0 | 1 | Returning_Visitor | False | False |
| 12325 | 3 | 145.00 | 0 | 0.0 | 53 | 1783.791667 | 0.007143 | 0.029031 | 12.241717 | 0.0 | Dec | 4 | 6.0 | NaN | 1 | Returning_Visitor | True | False |
| 12326 | 0 | 0.00 | 0 | 0.0 | 5 | 465.750000 | 0.000000 | 0.021333 | 0.000000 | 0.0 | Nov | 3 | 2.0 | 1.0 | 8 | Returning_Visitor | True | False |
| 12327 | 0 | 0.00 | 0 | 0.0 | 6 | 184.250000 | 0.083333 | 0.086667 | 0.000000 | 0.0 | Nov | 3 | 2.0 | 1.0 | 13 | Returning_Visitor | True | False |
| 12328 | 4 | 75.00 | 0 | 0.0 | 15 | 346.000000 | 0.000000 | 0.021053 | 0.000000 | 0.0 | Nov | 2 | 2.0 | 3.0 | 11 | Returning_Visitor | False | False |
| 12329 | 0 | 0.00 | 0 | 0.0 | 3 | 21.250000 | 0.000000 | 0.066667 | 0.000000 | 0.0 | Nov | 3 | 2.0 | 1.0 | 2 | New_Visitor | True | False |
Duplicate rows
Most frequently occurring
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 23 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Mar | 2 | 2.0 | 1.0 | 1 | Returning_Visitor | False | False | 12 |
| 38 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | May | 2 | 2.0 | 1.0 | 3 | Returning_Visitor | False | False | 7 |
| 12 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Dec | 8 | 13.0 | 9.0 | 20 | Other | False | False | 5 |
| 33 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | May | 1 | 1.0 | 1.0 | 3 | Returning_Visitor | False | False | 5 |
| 31 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Mar | 3 | 2.0 | 3.0 | 1 | Returning_Visitor | False | False | 4 |
| 0 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Dec | 1 | 1.0 | 1.0 | 1 | Returning_Visitor | True | False | 3 |
| 3 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Dec | 1 | 1.0 | 4.0 | 1 | Returning_Visitor | True | False | 3 |
| 5 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Dec | 2 | 2.0 | 1.0 | 1 | Returning_Visitor | False | False | 3 |
| 21 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Mar | 1 | 1.0 | 3.0 | 3 | Returning_Visitor | False | False | 3 |
| 22 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.2 | 0.0 | 0.0 | Mar | 1 | 1.0 | 8.0 | 1 | Returning_Visitor | False | False | 3 |